Magnus Boman - Publications, H-index & Citations

Magnus Boman

karolinska institutet

24H指数

173论文数

2.2K被引数

收录论文 29

发表时间

Robust Generalization of Graph Neural Networks for Scheduling Backscatter Communications at Scale 大规模后向散射通信调度的图神经网络鲁棒泛化

IEEE Transactions on Machine Learning in Communications and Networking

IF0

2026-01-01

PREAI

Perez-Ramirez, Daniel F.; Tsiftes, Nicolas; Perez-Penichet, Carlos; Kostic, Dejan; Voigt, Thiemo; Boman, Magnus

Self-Supervised Pretraining for User Performance Prediction Under Scarce Data Conditions 自监督预训练在数据稀缺条件下的用户表现预测

IEEE Transactions on Network and Service Management

IF5.4

2026-01-01

OAAI

Akhila Rao; Magnus Boman

Scaffolding for success: Blending learning with and about Generative AI in medical education 成功支架：在医学教育中结合与实践生成式AI的学习

MEDICAL TEACHER

IF4.4

2025-12-02

PREAI

Boman, Magnus; Jhun, Paul; Schaekermann, Mike

Natural language processing models for predicting treatment outcomes in internet-delivered cognitive behavioral therapy 用于预测互联网认知行为治疗效果的自然语言处理模型

Internet Interventions

IF0

2025-10-10

OAAI

Nils Hentati Isacsson; Lucía Gómez-Zaragozá; Fehmi Ben Abdesslem; Magnus Boman; Viktor Kaldo

Antipsychotic prescriptions in people with dementia in primary care: a cohort study investigating adherence of dose and duration to UK clinical guidelines 在初级保健中痴呆患者的精神病药物处方：一项关于剂量和持续时间依从性是否符合英国临床指南的队列研究

lancet psychiatry

IF0

2025-09-16

OAAI

Holly Christina Smith; Irene Petersen; Joseph F Hayes; Kelvin P Jordan; Magnus Boman; Sube Banerjee; Kate Walters; Claudia Cooper; Juan Carlos Bazo-Alvarez

Machine learning prediction models for mode of delivery in prolonged pregnancies in Sweden 瑞典延长妊娠期分娩方式的机器学习预测模型

Scientific Reports

IF3.9

2025-09-12

OAAI

Stefanie Schmauder; Anna Sandström; Magnus Boman; Christian Martin; Olof Stephansson

Study protocol for a triple-blind randomised controlled trial evaluating a machine learning-based predictive clinical decision support tool for internet-delivered cognitive behaviour therapy (ICBT) for depression and anxiety 三盲随机对照试验的研究方案，评估基于机器学习的预测性临床决策支持工具，用于抑郁症和焦虑的互联网提供的认知行为疗法 (ICBT)

INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH

IF4.1

2025-06-01

PREAI

Bjurner, Pontus; Isacsson, Nils Hentati; Ben Abdesslem, Fehmi; Boman, Magnus; Forsell, Erik; Kaldo, Viktor

Multimodal machine learning for analysing multifactorial causes of disease-The case of childhood overweight and obesity in Mexico

FRONTIERS IN PUBLIC HEALTH

IF3.4

2025-01-07

OAAI

Sepulveda, Rosario Silva; Boman, Magnus

Making the most out of timeseries symptom data: A machine learning study on symptom predictions of internet-based CBT 充分利用时间序列症状数据: 基于互联网的CBT症状预测的机器学习研究

INTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH

IF4.1

2024-12-01

OAAI

Isacsson, Nils Hentati; Zantvoort, Kirsten; Forsell, Erik; Boman, Magnus; Kaldo, Viktor

Methodological choices and clinical usefulness for machine learning predictions of outcome in Internet-based cognitive behavioural therapy 基于互联网的认知行为治疗结果的机器学习预测的方法学选择和临床实用性

COMMUNICATIONS MEDICINE

IF6.3

2024-10-10

OAAI

Isacsson, Nils Hentati; Ben Abdesslem, Fehmi; Forsell, Erik; Boman, Magnus; Kaldo, Viktor

IMPACT OF GENETICS ON PREDICTING PERSISTENCE TO TREATMENT WITH METHOTREXATE IN EARLY RHEUMATOID ARTHRITIS 遗传学对早期类风湿关节炎中甲氨蝶呤治疗持续性的预测影响

ANNALS OF THE RHEUMATIC DISEASES

IF20.6

2024-06-01

PREAI

Sysojev, A. Oberg; Delcoigne, B.; Frisell, T.; Alfredsson, L.; Klareskog, L.; Baecklund, E.; Bjoerkman, L.; Kastbom, A.; Dahlqvist, S. Rantapaeae; Turesson, C.; Boman, M.; Padyukov, L.; Westerlind, H.; Askling, J.

Refining outcome prediction after traumatic brain injury with machine learning algorithms

SCIENTIFIC REPORTS

IF3.9

2024-04-05

OAAI

Bark, D.; Boman, M.; Depreitere, B.; Wright, D. W.; Lewen, A.; Enblad, P.; Hanell, A.; Rostami, E.

DeepGANTT: A Scalable Deep Learning Scheduler for Backscatter Networks

proceedings of the

IF0

2023-05-09

OAAI

Perez-Ramirez, Daniel F.; Perez-Penichet, Carlos; Tsiftes, Nicolas; Voigt, Thiemo; Kostic, Dejan; Boman, Magnus

A genetically informed prediction model for suicidal and aggressive behaviour in teens

TRANSLATIONAL PSYCHIATRY

IF6.2

2022-11-21

OAAI

Tate, Ashley E.; Akingbuwa, Wonuola A.; Karlsson, Robert; Hottenga, Jouke-Jan; Pool, Rene; Boman, Magnus; Larsson, Henrik; Lundstrom, Sebastian; Lichtenstein, Paul; Middeldorp, Christel M.; Bartels, Meike; Kuja-Halkola, Ralf

Data-driven support to decision-making in molecular tumour boards for lymphoma: A design science approach

FRONTIERS IN ONCOLOGY

IF3.3

2022-11-15

OAAI

Ruiz, Nuria Rodriguez; Abd Own, Sulaf; Smedby, Karin Ekstrom; Eloranta, Sandra; Koch, Sabine; Wasterlid, Tove; Krstic, Aleksandra; Boman, Magnus

Predicting remission after internet-delivered psychotherapy in patients with depression using machine learning and multi-modal data 使用机器学习和多模态数据预测抑郁症患者互联网交付心理治疗后的缓解

TRANSLATIONAL PSYCHIATRY

IF6.2

2022-09-01

OAAI

Wallert, John; Boberg, Julia; Kaldo, Viktor; Mataix-Cols, David; Flygare, Oskar; Crowley, James J.; Halvorsen, Matthew; Ben Abdesslem, Fehmi; Boman, Magnus; Andersson, Evelyn; Isacsson, Nils Hentati; Ivanova, Ekaterina; Ruck, Christian

Predictive models for clinical decision making: Deep dives in practical machine learning 临床决策的预测模型: 实际机器学习的深度探索

JOURNAL OF INTERNAL MEDICINE

IF9.2

2022-04-25

OAAI

Eloranta, Sandra; Boman, Magnus

Comparing supervised and unsupervised approaches to multimodal emotion recognition 比较有监督和无监督的多模态情感识别方法

PEERJ COMPUTER SCIENCE

IF2.5

2021-12-24

OAAI

Carbonell, Marcos Fernandez; Boman, Magnus; Laukka, Petri

AI-driven adaptive treatment strategies in internet-delivered CBT

EUROPEAN PSYCHIATRY

IF6.7

2021-08-13

OAAI

Kaldo, V.; Isacsson, N.; Forsell, E.; Bjurner, P.; Ben Abdesslem, F.; Boman, M.

Prediction of individuals at high risk of chronic kidney disease during treatment with lithium for bipolar disorder

BMC MEDICINE

IF8.3

2021-04-28

OAAI

Hayes, Joseph F.; Osborn, David P. J.; Francis, Emma; Ambler, Gareth; Tomlinson, Laurie A.; Boman, Magnus; Wong, Ian C. K.; Geddes, John R.; Dalman, Christina; Lewis, Glyn

研究方向